| 2019 | KDD | MSURU: Large Scale E-commerce Image Classification with Weakly Supervised Search Data. | Yina Tang, Fedor Borisyuk, Siddarth Malreddy, Yixuan Li, Yiqun Liu, Sergey Kirshner |
| 2014 | ICDM | A Scalable Method for Exact Sampling from Kronecker Family Models. | Sebastin Moreno, Joseph J. Pfeiffer III, Jennifer Neville, Sergey Kirshner |
| 2013 | KDD | Learning mixed kronecker product graph models with simulated method of moments. | Sebastin Moreno, Jennifer Neville, Sergey Kirshner |
| 2008 | ICML | ICA and ISA using Schweizer-Wolff measure of dependence. | Sergey Kirshner, Barnabs Pczos |
| 2007 | ICML | Infinite mixtures of trees. | Sergey Kirshner, Padhraic Smyth |
| 2004 | UAI | Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series. | Sergey Kirshner, Padhraic Smyth, Andrew Robertson |
| 2003 | ICML | Unsupervised Learning with Permuted Data. | Sergey Kirshner, Sridevi Parise, Padhraic Smyth |
| 2002 | ICPR | Probabilistic Model-Based Detection of Bent-Double Radio Galaxies. | Sergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath, Erick Cant-Paz |